Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 400 |
| Missing cells | 1009 |
| Missing cells (%) | 9.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 81.4 KiB |
| Average record size in memory | 208.3 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 12 |
| Boolean | 3 |
wc has a high cardinality: 92 distinct values | High cardinality |
id is highly correlated with sg and 11 other fields | High correlation |
al is highly correlated with id and 14 other fields | High correlation |
su is highly correlated with bgr and 6 other fields | High correlation |
bgr is highly correlated with al and 6 other fields | High correlation |
bu is highly correlated with al and 9 other fields | High correlation |
sc is highly correlated with bu and 6 other fields | High correlation |
sod is highly correlated with pc and 6 other fields | High correlation |
pot is highly correlated with bu and 3 other fields | High correlation |
hemo is highly correlated with id and 15 other fields | High correlation |
sg is highly correlated with id and 5 other fields | High correlation |
rbc is highly correlated with id and 6 other fields | High correlation |
pc is highly correlated with id and 10 other fields | High correlation |
pcc is highly correlated with al and 1 other fields | High correlation |
pcv is highly correlated with id and 19 other fields | High correlation |
rc is highly correlated with id and 21 other fields | High correlation |
htn is highly correlated with id and 12 other fields | High correlation |
dm is highly correlated with id and 5 other fields | High correlation |
ane is highly correlated with bu and 4 other fields | High correlation |
classification is highly correlated with id and 6 other fields | High correlation |
age is highly correlated with htn | High correlation |
bp is highly correlated with pcv and 1 other fields | High correlation |
ba is highly correlated with al and 1 other fields | High correlation |
wc is highly correlated with id and 12 other fields | High correlation |
cad is highly correlated with su and 1 other fields | High correlation |
appet is highly correlated with id and 6 other fields | High correlation |
pe is highly correlated with al and 6 other fields | High correlation |
age has 9 (2.2%) missing values | Missing |
bp has 12 (3.0%) missing values | Missing |
sg has 47 (11.8%) missing values | Missing |
al has 46 (11.5%) missing values | Missing |
su has 49 (12.2%) missing values | Missing |
rbc has 152 (38.0%) missing values | Missing |
pc has 65 (16.2%) missing values | Missing |
bgr has 44 (11.0%) missing values | Missing |
bu has 19 (4.8%) missing values | Missing |
sc has 17 (4.2%) missing values | Missing |
sod has 87 (21.8%) missing values | Missing |
pot has 88 (22.0%) missing values | Missing |
hemo has 52 (13.0%) missing values | Missing |
pcv has 70 (17.5%) missing values | Missing |
wc has 105 (26.2%) missing values | Missing |
rc has 130 (32.5%) missing values | Missing |
id is uniformly distributed | Uniform |
id has unique values | Unique |
al has 199 (49.8%) zeros | Zeros |
su has 290 (72.5%) zeros | Zeros |
Reproduction
| Analysis started | 2022-11-16 10:08:47.548709 |
|---|---|
| Analysis finished | 2022-11-16 10:09:09.425566 |
| Duration | 21.88 seconds |
| Software version | pandas-profiling v3.4.0 |
| Download configuration | config.json |
| Distinct | 400 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 199.5 |
| Minimum | 0 |
|---|---|
| Maximum | 399 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 19.95 |
| Q1 | 99.75 |
| median | 199.5 |
| Q3 | 299.25 |
| 95-th percentile | 379.05 |
| Maximum | 399 |
| Range | 399 |
| Interquartile range (IQR) | 199.5 |
Descriptive statistics
| Standard deviation | 115.6143013 |
|---|---|
| Coefficient of variation (CV) | 0.5795203073 |
| Kurtosis | -1.2 |
| Mean | 199.5 |
| Median Absolute Deviation (MAD) | 100 |
| Skewness | 0 |
| Sum | 79800 |
| Variance | 13366.66667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1 | 0.2% |
| 263 | 1 | 0.2% |
| 273 | 1 | 0.2% |
| 272 | 1 | 0.2% |
| 271 | 1 | 0.2% |
| 270 | 1 | 0.2% |
| 269 | 1 | 0.2% |
| 268 | 1 | 0.2% |
| 267 | 1 | 0.2% |
| 266 | 1 | 0.2% |
| Other values (390) | 390 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 399 | 1 | |
| 398 | 1 | |
| 397 | 1 | |
| 396 | 1 | |
| 395 | 1 | |
| 394 | 1 | |
| 393 | 1 | |
| 392 | 1 | |
| 391 | 1 | |
| 390 | 1 |
| Distinct | 76 |
|---|---|
| Distinct (%) | 19.4% |
| Missing | 9 |
| Missing (%) | 2.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.48337596 |
| Minimum | 2 |
|---|---|
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 42 |
| median | 55 |
| Q3 | 64.5 |
| 95-th percentile | 74.5 |
| Maximum | 90 |
| Range | 88 |
| Interquartile range (IQR) | 22.5 |
Descriptive statistics
| Standard deviation | 17.16971409 |
|---|---|
| Coefficient of variation (CV) | 0.3335001594 |
| Kurtosis | 0.0578404946 |
| Mean | 51.48337596 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.6682594692 |
| Sum | 20130 |
| Variance | 294.7990819 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60 | 19 | 4.8% |
| 65 | 17 | 4.2% |
| 48 | 12 | 3.0% |
| 50 | 12 | 3.0% |
| 55 | 12 | 3.0% |
| 47 | 11 | 2.8% |
| 56 | 10 | 2.5% |
| 59 | 10 | 2.5% |
| 45 | 10 | 2.5% |
| 54 | 10 | 2.5% |
| Other values (66) | 268 |
| Value | Count | Frequency (%) |
| 2 | 1 | 0.2% |
| 3 | 1 | 0.2% |
| 4 | 1 | 0.2% |
| 5 | 2 | |
| 6 | 1 | 0.2% |
| 7 | 1 | 0.2% |
| 8 | 3 | |
| 11 | 1 | 0.2% |
| 12 | 2 | |
| 14 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 90 | 1 | 0.2% |
| 83 | 1 | 0.2% |
| 82 | 1 | 0.2% |
| 81 | 1 | 0.2% |
| 80 | 4 | |
| 79 | 1 | 0.2% |
| 78 | 1 | 0.2% |
| 76 | 5 | |
| 75 | 5 | |
| 74 | 3 |
| Distinct | 10 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 12 |
| Missing (%) | 3.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76.46907216 |
| Minimum | 50 |
|---|---|
| Maximum | 180 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 70 |
| median | 80 |
| Q3 | 80 |
| 95-th percentile | 100 |
| Maximum | 180 |
| Range | 130 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 13.68363749 |
|---|---|
| Coefficient of variation (CV) | 0.1789434226 |
| Kurtosis | 8.646095189 |
| Mean | 76.46907216 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 1.605428957 |
| Sum | 29670 |
| Variance | 187.2419351 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 80 | 116 | |
| 70 | 112 | |
| 60 | 71 | |
| 90 | 53 | |
| 100 | 25 | 6.2% |
| 50 | 5 | 1.2% |
| 110 | 3 | 0.8% |
| 140 | 1 | 0.2% |
| 180 | 1 | 0.2% |
| 120 | 1 | 0.2% |
| (Missing) | 12 | 3.0% |
| Value | Count | Frequency (%) |
| 50 | 5 | 1.2% |
| 60 | 71 | |
| 70 | 112 | |
| 80 | 116 | |
| 90 | 53 | |
| 100 | 25 | 6.2% |
| 110 | 3 | 0.8% |
| 120 | 1 | 0.2% |
| 140 | 1 | 0.2% |
| 180 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 180 | 1 | 0.2% |
| 140 | 1 | 0.2% |
| 120 | 1 | 0.2% |
| 110 | 3 | 0.8% |
| 100 | 25 | 6.2% |
| 90 | 53 | |
| 80 | 116 | |
| 70 | 112 | |
| 60 | 71 | |
| 50 | 5 | 1.2% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 47 |
| Missing (%) | 11.8% |
| Memory size | 3.2 KiB |
| 1.02 | |
|---|---|
| 1.01 | |
| 1.025 | |
| 1.015 | |
| 1.005 | 7 |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.461756374 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1575 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.02 |
|---|---|
| 2nd row | 1.02 |
| 3rd row | 1.01 |
| 4th row | 1.005 |
| 5th row | 1.01 |
Common Values
| Value | Count | Frequency (%) |
| 1.02 | 106 | |
| 1.01 | 84 | |
| 1.025 | 81 | |
| 1.015 | 75 | |
| 1.005 | 7 | 1.8% |
| (Missing) | 47 |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.02 | 106 | |
| 1.01 | 84 | |
| 1.025 | 81 | |
| 1.015 | 75 | |
| 1.005 | 7 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 512 | |
| 0 | 360 | |
| . | 353 | |
| 2 | 187 | 11.9% |
| 5 | 163 | 10.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1222 | |
| Other Punctuation | 353 | 22.4% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 512 | |
| 0 | 360 | |
| 2 | 187 | 15.3% |
| 5 | 163 | 13.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 353 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1575 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 512 | |
| 0 | 360 | |
| . | 353 | |
| 2 | 187 | 11.9% |
| 5 | 163 | 10.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1575 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 512 | |
| 0 | 360 | |
| . | 353 | |
| 2 | 187 | 11.9% |
| 5 | 163 | 10.3% |
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 46 |
| Missing (%) | 11.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.016949153 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 199 |
| Zeros (%) | 49.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.352678913 |
|---|---|
| Coefficient of variation (CV) | 1.330134264 |
| Kurtosis | -0.3833766021 |
| Mean | 1.016949153 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.9981572421 |
| Sum | 360 |
| Variance | 1.829740241 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 199 | |
| 1 | 44 | 11.0% |
| 2 | 43 | 10.8% |
| 3 | 43 | 10.8% |
| 4 | 24 | 6.0% |
| 5 | 1 | 0.2% |
| (Missing) | 46 | 11.5% |
| Value | Count | Frequency (%) |
| 0 | 199 | |
| 1 | 44 | 11.0% |
| 2 | 43 | 10.8% |
| 3 | 43 | 10.8% |
| 4 | 24 | 6.0% |
| 5 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 5 | 1 | 0.2% |
| 4 | 24 | 6.0% |
| 3 | 43 | 10.8% |
| 2 | 43 | 10.8% |
| 1 | 44 | 11.0% |
| 0 | 199 |
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 49 |
| Missing (%) | 12.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4501424501 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 290 |
| Zeros (%) | 72.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.099191252 |
|---|---|
| Coefficient of variation (CV) | 2.441874237 |
| Kurtosis | 5.055348003 |
| Mean | 0.4501424501 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.464261823 |
| Sum | 158 |
| Variance | 1.208221408 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 290 | |
| 2 | 18 | 4.5% |
| 3 | 14 | 3.5% |
| 4 | 13 | 3.2% |
| 1 | 13 | 3.2% |
| 5 | 3 | 0.8% |
| (Missing) | 49 | 12.2% |
| Value | Count | Frequency (%) |
| 0 | 290 | |
| 1 | 13 | 3.2% |
| 2 | 18 | 4.5% |
| 3 | 14 | 3.5% |
| 4 | 13 | 3.2% |
| 5 | 3 | 0.8% |
| Value | Count | Frequency (%) |
| 5 | 3 | 0.8% |
| 4 | 13 | 3.2% |
| 3 | 14 | 3.5% |
| 2 | 18 | 4.5% |
| 1 | 13 | 3.2% |
| 0 | 290 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 152 |
| Missing (%) | 38.0% |
| Memory size | 3.2 KiB |
| normal | |
|---|---|
| abnormal |
Length
| Max length | 8 |
|---|---|
| Median length | 6 |
| Mean length | 6.379032258 |
| Min length | 6 |
Characters and Unicode
| Total characters | 1582 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | normal |
|---|---|
| 2nd row | normal |
| 3rd row | normal |
| 4th row | normal |
| 5th row | normal |
Common Values
| Value | Count | Frequency (%) |
| normal | 201 | |
| abnormal | 47 | 11.8% |
| (Missing) | 152 |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| normal | 201 | |
| abnormal | 47 | 19.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 295 | |
| n | 248 | |
| o | 248 | |
| r | 248 | |
| m | 248 | |
| l | 248 | |
| b | 47 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1582 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 295 | |
| n | 248 | |
| o | 248 | |
| r | 248 | |
| m | 248 | |
| l | 248 | |
| b | 47 | 3.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1582 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 295 | |
| n | 248 | |
| o | 248 | |
| r | 248 | |
| m | 248 | |
| l | 248 | |
| b | 47 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1582 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 295 | |
| n | 248 | |
| o | 248 | |
| r | 248 | |
| m | 248 | |
| l | 248 | |
| b | 47 | 3.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 65 |
| Missing (%) | 16.2% |
| Memory size | 3.2 KiB |
| normal | |
|---|---|
| abnormal |
Length
| Max length | 8 |
|---|---|
| Median length | 6 |
| Mean length | 6.453731343 |
| Min length | 6 |
Characters and Unicode
| Total characters | 2162 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | normal |
|---|---|
| 2nd row | normal |
| 3rd row | normal |
| 4th row | abnormal |
| 5th row | normal |
Common Values
| Value | Count | Frequency (%) |
| normal | 259 | |
| abnormal | 76 | 19.0% |
| (Missing) | 65 | 16.2% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| normal | 259 | |
| abnormal | 76 | 22.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 411 | |
| n | 335 | |
| o | 335 | |
| r | 335 | |
| m | 335 | |
| l | 335 | |
| b | 76 | 3.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2162 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 411 | |
| n | 335 | |
| o | 335 | |
| r | 335 | |
| m | 335 | |
| l | 335 | |
| b | 76 | 3.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2162 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 411 | |
| n | 335 | |
| o | 335 | |
| r | 335 | |
| m | 335 | |
| l | 335 | |
| b | 76 | 3.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2162 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 411 | |
| n | 335 | |
| o | 335 | |
| r | 335 | |
| m | 335 | |
| l | 335 | |
| b | 76 | 3.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 4 |
| Missing (%) | 1.0% |
| Memory size | 3.2 KiB |
| notpresent | |
|---|---|
| present |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 9.681818182 |
| Min length | 7 |
Characters and Unicode
| Total characters | 3834 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | notpresent |
|---|---|
| 2nd row | notpresent |
| 3rd row | notpresent |
| 4th row | present |
| 5th row | notpresent |
Common Values
| Value | Count | Frequency (%) |
| notpresent | 354 | |
| present | 42 | 10.5% |
| (Missing) | 4 | 1.0% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| notpresent | 354 | |
| present | 42 | 10.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 792 | |
| n | 750 | |
| t | 750 | |
| p | 396 | |
| r | 396 | |
| s | 396 | |
| o | 354 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3834 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 792 | |
| n | 750 | |
| t | 750 | |
| p | 396 | |
| r | 396 | |
| s | 396 | |
| o | 354 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3834 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 792 | |
| n | 750 | |
| t | 750 | |
| p | 396 | |
| r | 396 | |
| s | 396 | |
| o | 354 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3834 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 792 | |
| n | 750 | |
| t | 750 | |
| p | 396 | |
| r | 396 | |
| s | 396 | |
| o | 354 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 4 |
| Missing (%) | 1.0% |
| Memory size | 3.2 KiB |
| notpresent | |
|---|---|
| present | 22 |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 9.833333333 |
| Min length | 7 |
Characters and Unicode
| Total characters | 3894 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | notpresent |
|---|---|
| 2nd row | notpresent |
| 3rd row | notpresent |
| 4th row | notpresent |
| 5th row | notpresent |
Common Values
| Value | Count | Frequency (%) |
| notpresent | 374 | |
| present | 22 | 5.5% |
| (Missing) | 4 | 1.0% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| notpresent | 374 | |
| present | 22 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 792 | |
| n | 770 | |
| t | 770 | |
| p | 396 | |
| r | 396 | |
| s | 396 | |
| o | 374 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3894 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 792 | |
| n | 770 | |
| t | 770 | |
| p | 396 | |
| r | 396 | |
| s | 396 | |
| o | 374 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3894 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 792 | |
| n | 770 | |
| t | 770 | |
| p | 396 | |
| r | 396 | |
| s | 396 | |
| o | 374 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3894 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 792 | |
| n | 770 | |
| t | 770 | |
| p | 396 | |
| r | 396 | |
| s | 396 | |
| o | 374 |
| Distinct | 146 |
|---|---|
| Distinct (%) | 41.0% |
| Missing | 44 |
| Missing (%) | 11.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 148.0365169 |
| Minimum | 22 |
|---|---|
| Maximum | 490 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 78.75 |
| Q1 | 99 |
| median | 121 |
| Q3 | 163 |
| 95-th percentile | 307.25 |
| Maximum | 490 |
| Range | 468 |
| Interquartile range (IQR) | 64 |
Descriptive statistics
| Standard deviation | 79.28171424 |
|---|---|
| Coefficient of variation (CV) | 0.5355551179 |
| Kurtosis | 4.225593588 |
| Mean | 148.0365169 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 2.010773173 |
| Sum | 52701 |
| Variance | 6285.590212 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 99 | 10 | 2.5% |
| 93 | 9 | 2.2% |
| 100 | 9 | 2.2% |
| 107 | 8 | 2.0% |
| 131 | 6 | 1.5% |
| 140 | 6 | 1.5% |
| 109 | 6 | 1.5% |
| 92 | 6 | 1.5% |
| 117 | 6 | 1.5% |
| 130 | 6 | 1.5% |
| Other values (136) | 284 | |
| (Missing) | 44 | 11.0% |
| Value | Count | Frequency (%) |
| 22 | 1 | 0.2% |
| 70 | 5 | |
| 74 | 3 | |
| 75 | 2 | 0.5% |
| 76 | 4 | |
| 78 | 3 | |
| 79 | 3 | |
| 80 | 2 | 0.5% |
| 81 | 3 | |
| 82 | 3 |
| Value | Count | Frequency (%) |
| 490 | 2 | |
| 463 | 1 | |
| 447 | 1 | |
| 425 | 1 | |
| 424 | 2 | |
| 423 | 1 | |
| 415 | 1 | |
| 410 | 1 | |
| 380 | 1 | |
| 360 | 2 |
| Distinct | 118 |
|---|---|
| Distinct (%) | 31.0% |
| Missing | 19 |
| Missing (%) | 4.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.42572178 |
| Minimum | 1.5 |
|---|---|
| Maximum | 391 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 1.5 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 27 |
| median | 42 |
| Q3 | 66 |
| 95-th percentile | 162 |
| Maximum | 391 |
| Range | 389.5 |
| Interquartile range (IQR) | 39 |
Descriptive statistics
| Standard deviation | 50.50300585 |
|---|---|
| Coefficient of variation (CV) | 0.8794492133 |
| Kurtosis | 9.345288576 |
| Mean | 57.42572178 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 2.634374459 |
| Sum | 21879.2 |
| Variance | 2550.5536 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 46 | 15 | 3.8% |
| 25 | 13 | 3.2% |
| 19 | 11 | 2.8% |
| 40 | 10 | 2.5% |
| 15 | 9 | 2.2% |
| 48 | 9 | 2.2% |
| 50 | 9 | 2.2% |
| 18 | 9 | 2.2% |
| 32 | 8 | 2.0% |
| 49 | 8 | 2.0% |
| Other values (108) | 280 | |
| (Missing) | 19 | 4.8% |
| Value | Count | Frequency (%) |
| 1.5 | 1 | 0.2% |
| 10 | 2 | 0.5% |
| 15 | 9 | |
| 16 | 7 | |
| 17 | 7 | |
| 18 | 9 | |
| 19 | 11 | |
| 20 | 7 | |
| 21 | 1 | 0.2% |
| 22 | 6 |
| Value | Count | Frequency (%) |
| 391 | 1 | |
| 322 | 1 | |
| 309 | 1 | |
| 241 | 1 | |
| 235 | 1 | |
| 223 | 1 | |
| 219 | 1 | |
| 217 | 1 | |
| 215 | 1 | |
| 208 | 1 |
| Distinct | 84 |
|---|---|
| Distinct (%) | 21.9% |
| Missing | 17 |
| Missing (%) | 4.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.072454308 |
| Minimum | 0.4 |
|---|---|
| Maximum | 76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 0.4 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 0.9 |
| median | 1.3 |
| Q3 | 2.8 |
| 95-th percentile | 11.89 |
| Maximum | 76 |
| Range | 75.6 |
| Interquartile range (IQR) | 1.9 |
Descriptive statistics
| Standard deviation | 5.741126067 |
|---|---|
| Coefficient of variation (CV) | 1.868579803 |
| Kurtosis | 79.30434545 |
| Mean | 3.072454308 |
| Median Absolute Deviation (MAD) | 0.6 |
| Skewness | 7.509538252 |
| Sum | 1176.75 |
| Variance | 32.96052852 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.2 | 40 | 10.0% |
| 1.1 | 24 | 6.0% |
| 0.5 | 23 | 5.8% |
| 1 | 23 | 5.8% |
| 0.9 | 22 | 5.5% |
| 0.7 | 22 | 5.5% |
| 0.6 | 18 | 4.5% |
| 0.8 | 17 | 4.2% |
| 2.2 | 10 | 2.5% |
| 1.5 | 9 | 2.2% |
| Other values (74) | 175 | |
| (Missing) | 17 | 4.2% |
| Value | Count | Frequency (%) |
| 0.4 | 1 | 0.2% |
| 0.5 | 23 | |
| 0.6 | 18 | |
| 0.7 | 22 | |
| 0.8 | 17 | |
| 0.9 | 22 | |
| 1 | 23 | |
| 1.1 | 24 | |
| 1.2 | 40 | |
| 1.3 | 8 | 2.0% |
| Value | Count | Frequency (%) |
| 76 | 1 | |
| 48.1 | 1 | |
| 32 | 1 | |
| 24 | 1 | |
| 18.1 | 1 | |
| 18 | 1 | |
| 16.9 | 1 | |
| 16.4 | 1 | |
| 15.2 | 1 | |
| 15 | 1 |
| Distinct | 34 |
|---|---|
| Distinct (%) | 10.9% |
| Missing | 87 |
| Missing (%) | 21.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 137.528754 |
| Minimum | 4.5 |
|---|---|
| Maximum | 163 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 4.5 |
|---|---|
| 5-th percentile | 125 |
| Q1 | 135 |
| median | 138 |
| Q3 | 142 |
| 95-th percentile | 150 |
| Maximum | 163 |
| Range | 158.5 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 10.40875205 |
|---|---|
| Coefficient of variation (CV) | 0.07568418785 |
| Kurtosis | 85.53436962 |
| Mean | 137.528754 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -6.996568561 |
| Sum | 43046.5 |
| Variance | 108.3421193 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=34)
| Value | Count | Frequency (%) |
| 135 | 40 | |
| 140 | 25 | 6.2% |
| 141 | 22 | 5.5% |
| 139 | 21 | 5.2% |
| 142 | 20 | 5.0% |
| 138 | 20 | 5.0% |
| 137 | 19 | 4.8% |
| 150 | 17 | 4.2% |
| 136 | 17 | 4.2% |
| 147 | 13 | 3.2% |
| Other values (24) | 99 | |
| (Missing) | 87 |
| Value | Count | Frequency (%) |
| 4.5 | 1 | 0.2% |
| 104 | 1 | 0.2% |
| 111 | 1 | 0.2% |
| 113 | 2 | |
| 114 | 2 | |
| 115 | 1 | 0.2% |
| 120 | 2 | |
| 122 | 2 | |
| 124 | 3 | |
| 125 | 2 |
| Value | Count | Frequency (%) |
| 163 | 1 | 0.2% |
| 150 | 17 | |
| 147 | 13 | |
| 146 | 10 | 2.5% |
| 145 | 11 | |
| 144 | 9 | 2.2% |
| 143 | 4 | 1.0% |
| 142 | 20 | |
| 141 | 22 | |
| 140 | 25 |
| Distinct | 40 |
|---|---|
| Distinct (%) | 12.8% |
| Missing | 88 |
| Missing (%) | 22.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.62724359 |
| Minimum | 2.5 |
|---|---|
| Maximum | 47 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 2.5 |
|---|---|
| 5-th percentile | 3.4 |
| Q1 | 3.8 |
| median | 4.4 |
| Q3 | 4.9 |
| 95-th percentile | 5.7 |
| Maximum | 47 |
| Range | 44.5 |
| Interquartile range (IQR) | 1.1 |
Descriptive statistics
| Standard deviation | 3.193904177 |
|---|---|
| Coefficient of variation (CV) | 0.6902390407 |
| Kurtosis | 142.5059115 |
| Mean | 4.62724359 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 11.58295556 |
| Sum | 1443.7 |
| Variance | 10.20102389 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 3.5 | 30 | 7.5% |
| 5 | 30 | 7.5% |
| 4.9 | 27 | 6.8% |
| 4.7 | 17 | 4.2% |
| 4.8 | 16 | 4.0% |
| 4 | 14 | 3.5% |
| 4.1 | 14 | 3.5% |
| 4.4 | 14 | 3.5% |
| 3.9 | 14 | 3.5% |
| 3.8 | 14 | 3.5% |
| Other values (30) | 122 | |
| (Missing) | 88 |
| Value | Count | Frequency (%) |
| 2.5 | 2 | 0.5% |
| 2.7 | 1 | 0.2% |
| 2.8 | 1 | 0.2% |
| 2.9 | 3 | 0.8% |
| 3 | 2 | 0.5% |
| 3.2 | 3 | 0.8% |
| 3.3 | 3 | 0.8% |
| 3.4 | 5 | 1.2% |
| 3.5 | 30 | |
| 3.6 | 8 | 2.0% |
| Value | Count | Frequency (%) |
| 47 | 1 | 0.2% |
| 39 | 1 | 0.2% |
| 7.6 | 1 | 0.2% |
| 6.6 | 1 | 0.2% |
| 6.5 | 2 | |
| 6.4 | 1 | 0.2% |
| 6.3 | 3 | |
| 5.9 | 2 | |
| 5.8 | 2 | |
| 5.7 | 4 |
| Distinct | 115 |
|---|---|
| Distinct (%) | 33.0% |
| Missing | 52 |
| Missing (%) | 13.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.52643678 |
| Minimum | 3.1 |
|---|---|
| Maximum | 17.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 3.1 |
|---|---|
| 5-th percentile | 7.9 |
| Q1 | 10.3 |
| median | 12.65 |
| Q3 | 15 |
| 95-th percentile | 16.9 |
| Maximum | 17.8 |
| Range | 14.7 |
| Interquartile range (IQR) | 4.7 |
Descriptive statistics
| Standard deviation | 2.912586609 |
|---|---|
| Coefficient of variation (CV) | 0.2325151725 |
| Kurtosis | -0.4713980437 |
| Mean | 12.52643678 |
| Median Absolute Deviation (MAD) | 2.35 |
| Skewness | -0.3350946792 |
| Sum | 4359.2 |
| Variance | 8.483160754 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 15 | 16 | 4.0% |
| 10.9 | 8 | 2.0% |
| 13.6 | 7 | 1.8% |
| 13 | 7 | 1.8% |
| 9.8 | 7 | 1.8% |
| 11.1 | 7 | 1.8% |
| 10.3 | 6 | 1.5% |
| 11.3 | 6 | 1.5% |
| 13.9 | 6 | 1.5% |
| 12 | 6 | 1.5% |
| Other values (105) | 272 | |
| (Missing) | 52 | 13.0% |
| Value | Count | Frequency (%) |
| 3.1 | 1 | |
| 4.8 | 1 | |
| 5.5 | 1 | |
| 5.6 | 1 | |
| 5.8 | 1 | |
| 6 | 2 | |
| 6.1 | 1 | |
| 6.2 | 1 | |
| 6.3 | 1 | |
| 6.6 | 1 |
| Value | Count | Frequency (%) |
| 17.8 | 3 | |
| 17.7 | 1 | 0.2% |
| 17.6 | 1 | 0.2% |
| 17.5 | 1 | 0.2% |
| 17.4 | 2 | |
| 17.3 | 1 | 0.2% |
| 17.2 | 2 | |
| 17.1 | 2 | |
| 17 | 4 | |
| 16.9 | 2 |
| Distinct | 44 |
|---|---|
| Distinct (%) | 13.3% |
| Missing | 70 |
| Missing (%) | 17.5% |
| Memory size | 3.2 KiB |
| 52 | 21 |
|---|---|
| 41 | 21 |
| 48 | 19 |
| 44 | 19 |
| 40 | 16 |
| Other values (39) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 1 |
Characters and Unicode
| Total characters | 660 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 10 ? |
|---|---|
| Unique (%) | 3.0% |
Sample
| 1st row | 44 |
|---|---|
| 2nd row | 38 |
| 3rd row | 31 |
| 4th row | 32 |
| 5th row | 35 |
Common Values
| Value | Count | Frequency (%) |
| 52 | 21 | 5.2% |
| 41 | 21 | 5.2% |
| 48 | 19 | 4.8% |
| 44 | 19 | 4.8% |
| 40 | 16 | 4.0% |
| 43 | 14 | 3.5% |
| 42 | 13 | 3.2% |
| 45 | 13 | 3.2% |
| 36 | 12 | 3.0% |
| 33 | 12 | 3.0% |
| Other values (34) | 170 | |
| (Missing) | 70 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 52 | 21 | 6.4% |
| 41 | 21 | 6.4% |
| 48 | 19 | 5.8% |
| 44 | 19 | 5.8% |
| 40 | 16 | 4.8% |
| 43 | 15 | 4.5% |
| 42 | 13 | 3.9% |
| 45 | 13 | 3.9% |
| 32 | 12 | 3.6% |
| 50 | 12 | 3.6% |
| Other values (33) | 169 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 175 | |
| 3 | 129 | |
| 2 | 96 | |
| 5 | 71 | |
| 1 | 41 | 6.2% |
| 0 | 38 | 5.8% |
| 8 | 37 | 5.6% |
| 6 | 28 | 4.2% |
| 9 | 23 | 3.5% |
| 7 | 19 | 2.9% |
| Other values (2) | 3 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 657 | |
| Control | 2 | 0.3% |
| Other Punctuation | 1 | 0.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 175 | |
| 3 | 129 | |
| 2 | 96 | |
| 5 | 71 | |
| 1 | 41 | 6.2% |
| 0 | 38 | 5.8% |
| 8 | 37 | 5.6% |
| 6 | 28 | 4.3% |
| 9 | 23 | 3.5% |
| 7 | 19 | 2.9% |
Control
| Value | Count | Frequency (%) |
| 2 |
Other Punctuation
| Value | Count | Frequency (%) |
| ? | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 660 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 4 | 175 | |
| 3 | 129 | |
| 2 | 96 | |
| 5 | 71 | |
| 1 | 41 | 6.2% |
| 0 | 38 | 5.8% |
| 8 | 37 | 5.6% |
| 6 | 28 | 4.2% |
| 9 | 23 | 3.5% |
| 7 | 19 | 2.9% |
| Other values (2) | 3 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 660 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4 | 175 | |
| 3 | 129 | |
| 2 | 96 | |
| 5 | 71 | |
| 1 | 41 | 6.2% |
| 0 | 38 | 5.8% |
| 8 | 37 | 5.6% |
| 6 | 28 | 4.2% |
| 9 | 23 | 3.5% |
| 7 | 19 | 2.9% |
| Other values (2) | 3 | 0.5% |
| Distinct | 92 |
|---|---|
| Distinct (%) | 31.2% |
| Missing | 105 |
| Missing (%) | 26.2% |
| Memory size | 3.2 KiB |
| 9800 | 11 |
|---|---|
| 6700 | 10 |
| 9600 | 9 |
| 7200 | 9 |
| 9200 | 9 |
| Other values (87) |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.227118644 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1247 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 34 ? |
|---|---|
| Unique (%) | 11.5% |
Sample
| 1st row | 7800 |
|---|---|
| 2nd row | 6000 |
| 3rd row | 7500 |
| 4th row | 6700 |
| 5th row | 7300 |
Common Values
| Value | Count | Frequency (%) |
| 9800 | 11 | 2.8% |
| 6700 | 10 | 2.5% |
| 9600 | 9 | 2.2% |
| 7200 | 9 | 2.2% |
| 9200 | 9 | 2.2% |
| 6900 | 8 | 2.0% |
| 5800 | 8 | 2.0% |
| 11000 | 8 | 2.0% |
| 7800 | 7 | 1.8% |
| 7000 | 7 | 1.8% |
| Other values (82) | 209 | |
| (Missing) | 105 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 9800 | 11 | 3.7% |
| 6700 | 10 | 3.4% |
| 9600 | 9 | 3.1% |
| 7200 | 9 | 3.1% |
| 9200 | 9 | 3.1% |
| 6900 | 8 | 2.7% |
| 5800 | 8 | 2.7% |
| 11000 | 8 | 2.7% |
| 7800 | 7 | 2.4% |
| 7000 | 7 | 2.4% |
| Other values (80) | 209 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 645 | |
| 1 | 99 | 7.9% |
| 9 | 75 | 6.0% |
| 6 | 75 | 6.0% |
| 7 | 75 | 6.0% |
| 8 | 67 | 5.4% |
| 5 | 66 | 5.3% |
| 2 | 55 | 4.4% |
| 4 | 50 | 4.0% |
| 3 | 36 | 2.9% |
| Other values (2) | 4 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1243 | |
| Control | 3 | 0.2% |
| Other Punctuation | 1 | 0.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 645 | |
| 1 | 99 | 8.0% |
| 9 | 75 | 6.0% |
| 6 | 75 | 6.0% |
| 7 | 75 | 6.0% |
| 8 | 67 | 5.4% |
| 5 | 66 | 5.3% |
| 2 | 55 | 4.4% |
| 4 | 50 | 4.0% |
| 3 | 36 | 2.9% |
Control
| Value | Count | Frequency (%) |
| 3 |
Other Punctuation
| Value | Count | Frequency (%) |
| ? | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1247 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 645 | |
| 1 | 99 | 7.9% |
| 9 | 75 | 6.0% |
| 6 | 75 | 6.0% |
| 7 | 75 | 6.0% |
| 8 | 67 | 5.4% |
| 5 | 66 | 5.3% |
| 2 | 55 | 4.4% |
| 4 | 50 | 4.0% |
| 3 | 36 | 2.9% |
| Other values (2) | 4 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1247 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 645 | |
| 1 | 99 | 7.9% |
| 9 | 75 | 6.0% |
| 6 | 75 | 6.0% |
| 7 | 75 | 6.0% |
| 8 | 67 | 5.4% |
| 5 | 66 | 5.3% |
| 2 | 55 | 4.4% |
| 4 | 50 | 4.0% |
| 3 | 36 | 2.9% |
| Other values (2) | 4 | 0.3% |
| Distinct | 49 |
|---|---|
| Distinct (%) | 18.1% |
| Missing | 130 |
| Missing (%) | 32.5% |
| Memory size | 3.2 KiB |
| 5.2 | 18 |
|---|---|
| 4.5 | 16 |
| 4.9 | 14 |
| 4.7 | 11 |
| 3.9 | 10 |
| Other values (44) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.951851852 |
| Min length | 1 |
Characters and Unicode
| Total characters | 797 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 1.9% |
Sample
| 1st row | 5.2 |
|---|---|
| 2nd row | 3.9 |
| 3rd row | 4.6 |
| 4th row | 4.4 |
| 5th row | 5 |
Common Values
| Value | Count | Frequency (%) |
| 5.2 | 18 | 4.5% |
| 4.5 | 16 | 4.0% |
| 4.9 | 14 | 3.5% |
| 4.7 | 11 | 2.8% |
| 3.9 | 10 | 2.5% |
| 4.8 | 10 | 2.5% |
| 4.6 | 9 | 2.2% |
| 3.4 | 9 | 2.2% |
| 5.9 | 8 | 2.0% |
| 5.5 | 8 | 2.0% |
| Other values (39) | 157 | |
| (Missing) | 130 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 5.2 | 18 | 6.7% |
| 4.5 | 16 | 5.9% |
| 4.9 | 14 | 5.2% |
| 4.7 | 11 | 4.1% |
| 3.9 | 10 | 3.7% |
| 4.8 | 10 | 3.7% |
| 4.6 | 9 | 3.3% |
| 3.4 | 9 | 3.3% |
| 6.1 | 8 | 3.0% |
| 3.7 | 8 | 3.0% |
| Other values (39) | 157 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 263 | |
| 5 | 115 | |
| 4 | 115 | |
| 3 | 75 | 9.4% |
| 6 | 52 | 6.5% |
| 2 | 48 | 6.0% |
| 9 | 34 | 4.3% |
| 8 | 27 | 3.4% |
| 7 | 26 | 3.3% |
| 1 | 22 | 2.8% |
| Other values (3) | 20 | 2.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 532 | |
| Other Punctuation | 264 | |
| Control | 1 | 0.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 115 | |
| 4 | 115 | |
| 3 | 75 | |
| 6 | 52 | |
| 2 | 48 | |
| 9 | 34 | 6.4% |
| 8 | 27 | 5.1% |
| 7 | 26 | 4.9% |
| 1 | 22 | 4.1% |
| 0 | 18 | 3.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 263 | |
| ? | 1 | 0.4% |
Control
| Value | Count | Frequency (%) |
| 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 797 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 263 | |
| 5 | 115 | |
| 4 | 115 | |
| 3 | 75 | 9.4% |
| 6 | 52 | 6.5% |
| 2 | 48 | 6.0% |
| 9 | 34 | 4.3% |
| 8 | 27 | 3.4% |
| 7 | 26 | 3.3% |
| 1 | 22 | 2.8% |
| Other values (3) | 20 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 797 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 263 | |
| 5 | 115 | |
| 4 | 115 | |
| 3 | 75 | 9.4% |
| 6 | 52 | 6.5% |
| 2 | 48 | 6.0% |
| 9 | 34 | 4.3% |
| 8 | 27 | 3.4% |
| 7 | 26 | 3.3% |
| 1 | 22 | 2.8% |
| Other values (3) | 20 | 2.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 2 |
| Missing (%) | 0.5% |
| Memory size | 928.0 B |
| False | |
|---|---|
| True | |
| (Missing) | 2 |
| Value | Count | Frequency (%) |
| False | 251 | |
| True | 147 | |
| (Missing) | 2 | 0.5% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 2 |
| Missing (%) | 0.5% |
| Memory size | 3.2 KiB |
| no | |
|---|---|
| yes | |
| no | 3 |
| yes | 2 |
| yes | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 2 |
| Mean length | 2.359296482 |
| Min length | 2 |
Characters and Unicode
| Total characters | 939 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | yes |
|---|---|
| 2nd row | no |
| 3rd row | yes |
| 4th row | no |
| 5th row | no |
Common Values
| Value | Count | Frequency (%) |
| no | 258 | |
| yes | 134 | |
| no | 3 | 0.8% |
| yes | 2 | 0.5% |
| yes | 1 | 0.2% |
| (Missing) | 2 | 0.5% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| no | 261 | |
| yes | 137 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 261 | |
| o | 261 | |
| y | 137 | |
| e | 137 | |
| s | 137 | |
| 5 | 0.5% | |
| 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 933 | |
| Control | 5 | 0.5% |
| Space Separator | 1 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 261 | |
| o | 261 | |
| y | 137 | |
| e | 137 | |
| s | 137 |
Control
| Value | Count | Frequency (%) |
| 5 |
Space Separator
| Value | Count | Frequency (%) |
| 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 933 | |
| Common | 6 | 0.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 261 | |
| o | 261 | |
| y | 137 | |
| e | 137 | |
| s | 137 |
Common
| Value | Count | Frequency (%) |
| 5 | ||
| 1 | 16.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 939 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 261 | |
| o | 261 | |
| y | 137 | |
| e | 137 | |
| s | 137 | |
| 5 | 0.5% | |
| 1 | 0.1% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 2 |
| Missing (%) | 0.5% |
| Memory size | 3.2 KiB |
| no | |
|---|---|
| yes | 34 |
| no | 2 |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.090452261 |
| Min length | 2 |
Characters and Unicode
| Total characters | 832 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | no |
|---|---|
| 2nd row | no |
| 3rd row | no |
| 4th row | no |
| 5th row | no |
Common Values
| Value | Count | Frequency (%) |
| no | 362 | |
| yes | 34 | 8.5% |
| no | 2 | 0.5% |
| (Missing) | 2 | 0.5% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| no | 364 | |
| yes | 34 | 8.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 364 | |
| o | 364 | |
| y | 34 | 4.1% |
| e | 34 | 4.1% |
| s | 34 | 4.1% |
| 2 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 830 | |
| Control | 2 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 364 | |
| o | 364 | |
| y | 34 | 4.1% |
| e | 34 | 4.1% |
| s | 34 | 4.1% |
Control
| Value | Count | Frequency (%) |
| 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 830 | |
| Common | 2 | 0.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 364 | |
| o | 364 | |
| y | 34 | 4.1% |
| e | 34 | 4.1% |
| s | 34 | 4.1% |
Common
| Value | Count | Frequency (%) |
| 2 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 832 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 364 | |
| o | 364 | |
| y | 34 | 4.1% |
| e | 34 | 4.1% |
| s | 34 | 4.1% |
| 2 | 0.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 1 |
| Missing (%) | 0.2% |
| Memory size | 3.2 KiB |
| good | |
|---|---|
| poor |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1596 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | good |
|---|---|
| 2nd row | good |
| 3rd row | poor |
| 4th row | poor |
| 5th row | good |
Common Values
| Value | Count | Frequency (%) |
| good | 317 | |
| poor | 82 | 20.5% |
| (Missing) | 1 | 0.2% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| good | 317 | |
| poor | 82 | 20.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 798 | |
| g | 317 | 19.9% |
| d | 317 | 19.9% |
| p | 82 | 5.1% |
| r | 82 | 5.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1596 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 798 | |
| g | 317 | 19.9% |
| d | 317 | 19.9% |
| p | 82 | 5.1% |
| r | 82 | 5.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1596 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 798 | |
| g | 317 | 19.9% |
| d | 317 | 19.9% |
| p | 82 | 5.1% |
| r | 82 | 5.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1596 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 798 | |
| g | 317 | 19.9% |
| d | 317 | 19.9% |
| p | 82 | 5.1% |
| r | 82 | 5.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 1 |
| Missing (%) | 0.2% |
| Memory size | 928.0 B |
| False | |
|---|---|
| True | |
| (Missing) | 1 |
| Value | Count | Frequency (%) |
| False | 323 | |
| True | 76 | 19.0% |
| (Missing) | 1 | 0.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 1 |
| Missing (%) | 0.2% |
| Memory size | 928.0 B |
| False | |
|---|---|
| True | |
| (Missing) | 1 |
| Value | Count | Frequency (%) |
| False | 339 | |
| True | 60 | 15.0% |
| (Missing) | 1 | 0.2% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 KiB |
| ckd | |
|---|---|
| notckd | |
| ckd | 2 |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 4.13 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1652 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ckd |
|---|---|
| 2nd row | ckd |
| 3rd row | ckd |
| 4th row | ckd |
| 5th row | ckd |
Common Values
| Value | Count | Frequency (%) |
| ckd | 248 | |
| notckd | 150 | |
| ckd | 2 | 0.5% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| ckd | 250 | |
| notckd | 150 |
Most occurring characters
| Value | Count | Frequency (%) |
| c | 400 | |
| k | 400 | |
| d | 400 | |
| n | 150 | 9.1% |
| o | 150 | 9.1% |
| t | 150 | 9.1% |
| 2 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1650 | |
| Control | 2 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| c | 400 | |
| k | 400 | |
| d | 400 | |
| n | 150 | 9.1% |
| o | 150 | 9.1% |
| t | 150 | 9.1% |
Control
| Value | Count | Frequency (%) |
| 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1650 | |
| Common | 2 | 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| c | 400 | |
| k | 400 | |
| d | 400 | |
| n | 150 | 9.1% |
| o | 150 | 9.1% |
| t | 150 | 9.1% |
Common
| Value | Count | Frequency (%) |
| 2 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1652 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| c | 400 | |
| k | 400 | |
| d | 400 | |
| n | 150 | 9.1% |
| o | 150 | 9.1% |
| t | 150 | 9.1% |
| 2 | 0.1% |
Auto
The auto setting is an easily interpretable pairwise column metric of the following mapping: vartype-vartype : method, categorical-categorical : Cramer's V, numerical-categorical : Cramer's V (using a discretized numerical column), numerical-numerical : Spearman's ρ. This configuration uses the best suitable for each pair of columns.Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.
First rows
| id | age | bp | sg | al | su | rbc | pc | pcc | ba | bgr | bu | sc | sod | pot | hemo | pcv | wc | rc | htn | dm | cad | appet | pe | ane | classification | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 48.0 | 80.0 | 1.020 | 1.0 | 0.0 | NaN | normal | notpresent | notpresent | 121.0 | 36.0 | 1.2 | NaN | NaN | 15.4 | 44 | 7800 | 5.2 | yes | yes | no | good | no | no | ckd |
| 1 | 1 | 7.0 | 50.0 | 1.020 | 4.0 | 0.0 | NaN | normal | notpresent | notpresent | NaN | 18.0 | 0.8 | NaN | NaN | 11.3 | 38 | 6000 | NaN | no | no | no | good | no | no | ckd |
| 2 | 2 | 62.0 | 80.0 | 1.010 | 2.0 | 3.0 | normal | normal | notpresent | notpresent | 423.0 | 53.0 | 1.8 | NaN | NaN | 9.6 | 31 | 7500 | NaN | no | yes | no | poor | no | yes | ckd |
| 3 | 3 | 48.0 | 70.0 | 1.005 | 4.0 | 0.0 | normal | abnormal | present | notpresent | 117.0 | 56.0 | 3.8 | 111.0 | 2.5 | 11.2 | 32 | 6700 | 3.9 | yes | no | no | poor | yes | yes | ckd |
| 4 | 4 | 51.0 | 80.0 | 1.010 | 2.0 | 0.0 | normal | normal | notpresent | notpresent | 106.0 | 26.0 | 1.4 | NaN | NaN | 11.6 | 35 | 7300 | 4.6 | no | no | no | good | no | no | ckd |
| 5 | 5 | 60.0 | 90.0 | 1.015 | 3.0 | 0.0 | NaN | NaN | notpresent | notpresent | 74.0 | 25.0 | 1.1 | 142.0 | 3.2 | 12.2 | 39 | 7800 | 4.4 | yes | yes | no | good | yes | no | ckd |
| 6 | 6 | 68.0 | 70.0 | 1.010 | 0.0 | 0.0 | NaN | normal | notpresent | notpresent | 100.0 | 54.0 | 24.0 | 104.0 | 4.0 | 12.4 | 36 | NaN | NaN | no | no | no | good | no | no | ckd |
| 7 | 7 | 24.0 | NaN | 1.015 | 2.0 | 4.0 | normal | abnormal | notpresent | notpresent | 410.0 | 31.0 | 1.1 | NaN | NaN | 12.4 | 44 | 6900 | 5 | no | yes | no | good | yes | no | ckd |
| 8 | 8 | 52.0 | 100.0 | 1.015 | 3.0 | 0.0 | normal | abnormal | present | notpresent | 138.0 | 60.0 | 1.9 | NaN | NaN | 10.8 | 33 | 9600 | 4.0 | yes | yes | no | good | no | yes | ckd |
| 9 | 9 | 53.0 | 90.0 | 1.020 | 2.0 | 0.0 | abnormal | abnormal | present | notpresent | 70.0 | 107.0 | 7.2 | 114.0 | 3.7 | 9.5 | 29 | 12100 | 3.7 | yes | yes | no | poor | no | yes | ckd |
Last rows
| id | age | bp | sg | al | su | rbc | pc | pcc | ba | bgr | bu | sc | sod | pot | hemo | pcv | wc | rc | htn | dm | cad | appet | pe | ane | classification | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 390 | 390 | 52.0 | 80.0 | 1.025 | 0.0 | 0.0 | normal | normal | notpresent | notpresent | 99.0 | 25.0 | 0.8 | 135.0 | 3.7 | 15.0 | 52 | 6300 | 5.3 | no | no | no | good | no | no | notckd |
| 391 | 391 | 36.0 | 80.0 | 1.025 | 0.0 | 0.0 | normal | normal | notpresent | notpresent | 85.0 | 16.0 | 1.1 | 142.0 | 4.1 | 15.6 | 44 | 5800 | 6.3 | no | no | no | good | no | no | notckd |
| 392 | 392 | 57.0 | 80.0 | 1.020 | 0.0 | 0.0 | normal | normal | notpresent | notpresent | 133.0 | 48.0 | 1.2 | 147.0 | 4.3 | 14.8 | 46 | 6600 | 5.5 | no | no | no | good | no | no | notckd |
| 393 | 393 | 43.0 | 60.0 | 1.025 | 0.0 | 0.0 | normal | normal | notpresent | notpresent | 117.0 | 45.0 | 0.7 | 141.0 | 4.4 | 13.0 | 54 | 7400 | 5.4 | no | no | no | good | no | no | notckd |
| 394 | 394 | 50.0 | 80.0 | 1.020 | 0.0 | 0.0 | normal | normal | notpresent | notpresent | 137.0 | 46.0 | 0.8 | 139.0 | 5.0 | 14.1 | 45 | 9500 | 4.6 | no | no | no | good | no | no | notckd |
| 395 | 395 | 55.0 | 80.0 | 1.020 | 0.0 | 0.0 | normal | normal | notpresent | notpresent | 140.0 | 49.0 | 0.5 | 150.0 | 4.9 | 15.7 | 47 | 6700 | 4.9 | no | no | no | good | no | no | notckd |
| 396 | 396 | 42.0 | 70.0 | 1.025 | 0.0 | 0.0 | normal | normal | notpresent | notpresent | 75.0 | 31.0 | 1.2 | 141.0 | 3.5 | 16.5 | 54 | 7800 | 6.2 | no | no | no | good | no | no | notckd |
| 397 | 397 | 12.0 | 80.0 | 1.020 | 0.0 | 0.0 | normal | normal | notpresent | notpresent | 100.0 | 26.0 | 0.6 | 137.0 | 4.4 | 15.8 | 49 | 6600 | 5.4 | no | no | no | good | no | no | notckd |
| 398 | 398 | 17.0 | 60.0 | 1.025 | 0.0 | 0.0 | normal | normal | notpresent | notpresent | 114.0 | 50.0 | 1.0 | 135.0 | 4.9 | 14.2 | 51 | 7200 | 5.9 | no | no | no | good | no | no | notckd |
| 399 | 399 | 58.0 | 80.0 | 1.025 | 0.0 | 0.0 | normal | normal | notpresent | notpresent | 131.0 | 18.0 | 1.1 | 141.0 | 3.5 | 15.8 | 53 | 6800 | 6.1 | no | no | no | good | no | no | notckd |